Zeou Hu (Theo) PhD student David R. Cheriton School of Computer Science University of Waterloo Email: z97hu [at] uwaterloo (dot) ca

Research

• "Leveraging Variable Sparsity to Refine Pareto Stationarity in Multi-Objective Optimization"
  Zeou Hu, Yaoliang Yu
  The Thirteenth International Conference on Learning Representations (ICLR 2025)
  [openreview] [pdf]
  


• "Federated Learning Meets Multi-objective Optimization"
  Zeou Hu, Kiarash Shaloudegi, Guojun Zhang, Yaoliang Yu
  IEEE Transactions on Network Science and Engineering 2022
  [article] [code] [bibtex]
  


• "Are My Deep Learning Systems Fair? An Empirical Study of Fixed-seed Training"
  Shangshu Qian, Viet Hung Pham, Thibaud Lutellier, Zeou Hu, Jungwon Kim, Lin Tan, Yaoliang Yu, Jiahao Chen, Sameena Shah
  Advances in Neural Information Processing Systems 34 (NeurIPS 2021)
  [proceedings] [code] [bibtex]
  


• "An Operator Splitting View of Federated Learning"
  Saber Malekmohammadi*, Kiarash Shaloudegi*, Zeou Hu, Yaoliang Yu
  arXiv preprint arXiv:2108.05974
  [arXiv] [bibtex]